AI tools promise massive productivity gains, but organizations are leaving $4.5 trillion on the table. The missing piece? Measuring and optimizing the cognitive load your automation creates.
Cognizant research shows US companies could unlock $4.5 trillion in productivity gains with AI. Workday and IBM studies confirm: most organizations are leaving those gains on the table.
The reason? AI tools optimize for output metrics, not cognitive efficiency. They increase what you produce while potentially increasing the mental overhead of producing it.
AI tools excel at tracking outputs but ignore the cognitive costs of managing increased complexity
Your AI tools might be increasing output while simultaneously increasing cognitive load. Without measuring decision overhead, you can't know if you're achieving net productivity gains or just shifting the burden to human cognitive processing.
CTE's Decision Load Index measures what your AI stack can't: the mental overhead of processing information, making decisions, and managing cognitive complexity.
Measure whether your AI tools actually reduce cognitive burden or just shift it. Track decision load before and after AI implementation to ensure true productivity gains.
Real-time visibility into decision overhead alongside AI tool usage. Identify which automations help vs. which create new forms of mental complexity.
Monitor cognitive costs of switching between AI tools, platforms, and decision contexts. Optimize your AI workflow for both output and mental efficiency.
Calculate complete productivity impact: output gains from AI minus cognitive costs. Finally know if your AI investments deliver net positive human performance.
Grounded in cognitive load theory (Sweller, 1988)
Assessment completion time
90-day research pilot in progress
Based on decision science research from MIT, Stanford, and enterprise AI studies from Cognizant, Workday, IBM
Join the pilot study measuring cognitive performance alongside AI productivity. Help unlock the $4.5T opportunity by optimizing for both output and mental efficiency.
Research-first approach: Your data advances cognitive science. Free assessment, no email required, results immediately available.